This document summarizes a research paper that compares different controllers for stabilizing a rotary inverted pendulum (RIP) system. The paper tests PID, LQR, fuzzy logic, and H-infinity controllers on a RIP system in MATLAB Simulink. It also tests these same four controllers on a real-world RIP test bed. The controllers are then compared based on their performance.